Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 120 |
| Missing cells | 802 |
| Missing cells (%) | 23.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 26.7 KiB |
| Average record size in memory | 228.0 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 23 |
Financial Year is highly correlated with Risk_bool | High correlation |
Assets is highly correlated with Goodwill and 14 other fields | High correlation |
Goodwill is highly correlated with Assets and 7 other fields | High correlation |
Intangible Assets Other Than Goodwill is highly correlated with Assets and 6 other fields | High correlation |
Liabilities is highly correlated with Assets and 12 other fields | High correlation |
Cash And Bank Balances is highly correlated with Assets and 5 other fields | High correlation |
Trade And Other Receivables Current is highly correlated with Assets and 8 other fields | High correlation |
Current Assets is highly correlated with Assets and 10 other fields | High correlation |
Current Liabilities is highly correlated with Assets and 10 other fields | High correlation |
Other Current Financial Assets is highly correlated with Assets and 10 other fields | High correlation |
Other Noncurrent Financial Assets is highly correlated with Assets and 9 other fields | High correlation |
Other Current Financial Liabilities is highly correlated with Other Current Financial Assets and 2 other fields | High correlation |
Other Noncurrent Financial Liabilities is highly correlated with Assets and 13 other fields | High correlation |
Cash Flows From Used In Operating Activities is highly correlated with Intangible Assets Other Than Goodwill and 5 other fields | High correlation |
Current Loans And Borrowings is highly correlated with Other Noncurrent Financial Assets and 2 other fields | High correlation |
Noncurrent Loans And Borrowings is highly correlated with Assets and 5 other fields | High correlation |
Profit Loss is highly correlated with Assets and 13 other fields | High correlation |
Profit Loss Before Taxation is highly correlated with Assets and 13 other fields | High correlation |
Finance Costs is highly correlated with Assets and 4 other fields | High correlation |
Revenue is highly correlated with Assets and 8 other fields | High correlation |
Net Tangible Assets margin is highly correlated with Quick Ratio | High correlation |
Operating cash flow rati is highly correlated with Other Current Financial Assets and 1 other fields | High correlation |
Debt ratio is highly correlated with Goodwill and 1 other fields | High correlation |
NPBT is highly correlated with Profit Loss and 2 other fields | High correlation |
Quick Ratio is highly correlated with Net Tangible Assets margin | High correlation |
Interest coverage ratio is highly correlated with Other Noncurrent Financial Liabilities and 3 other fields | High correlation |
Risk_bool is highly correlated with Financial Year | High correlation |
Financial Year is highly correlated with Risk_bool | High correlation |
Assets is highly correlated with Goodwill and 12 other fields | High correlation |
Goodwill is highly correlated with Assets and 4 other fields | High correlation |
Intangible Assets Other Than Goodwill is highly correlated with Assets and 9 other fields | High correlation |
Liabilities is highly correlated with Intangible Assets Other Than Goodwill and 13 other fields | High correlation |
Cash And Bank Balances is highly correlated with Assets and 13 other fields | High correlation |
Trade And Other Receivables Current is highly correlated with Liabilities and 6 other fields | High correlation |
Current Assets is highly correlated with Assets and 14 other fields | High correlation |
Current Liabilities is highly correlated with Intangible Assets Other Than Goodwill and 13 other fields | High correlation |
Other Current Financial Assets is highly correlated with Assets and 13 other fields | High correlation |
Other Noncurrent Financial Assets is highly correlated with Assets and 13 other fields | High correlation |
Other Current Financial Liabilities is highly correlated with Assets and 11 other fields | High correlation |
Other Noncurrent Financial Liabilities is highly correlated with Assets and 15 other fields | High correlation |
Cash Flows From Used In Operating Activities is highly correlated with Intangible Assets Other Than Goodwill and 10 other fields | High correlation |
Current Loans And Borrowings is highly correlated with Liabilities and 6 other fields | High correlation |
Noncurrent Loans And Borrowings is highly correlated with Assets and 14 other fields | High correlation |
Profit Loss is highly correlated with Assets and 7 other fields | High correlation |
Profit Loss Before Taxation is highly correlated with Assets and 8 other fields | High correlation |
Finance Costs is highly correlated with Assets and 10 other fields | High correlation |
Revenue is highly correlated with Liabilities and 8 other fields | High correlation |
Debt ratio is highly correlated with Other Noncurrent Financial Liabilities | High correlation |
NPBT is highly correlated with Assets and 6 other fields | High correlation |
Risk_bool is highly correlated with Financial Year | High correlation |
Financial Year is highly correlated with Risk_bool | High correlation |
Assets is highly correlated with Liabilities and 8 other fields | High correlation |
Goodwill is highly correlated with Intangible Assets Other Than Goodwill and 4 other fields | High correlation |
Intangible Assets Other Than Goodwill is highly correlated with Goodwill and 2 other fields | High correlation |
Liabilities is highly correlated with Assets and 8 other fields | High correlation |
Trade And Other Receivables Current is highly correlated with Assets and 5 other fields | High correlation |
Current Assets is highly correlated with Assets and 5 other fields | High correlation |
Current Liabilities is highly correlated with Assets and 5 other fields | High correlation |
Other Current Financial Assets is highly correlated with Intangible Assets Other Than Goodwill and 3 other fields | High correlation |
Other Noncurrent Financial Assets is highly correlated with Assets and 8 other fields | High correlation |
Other Current Financial Liabilities is highly correlated with Other Current Financial Assets and 2 other fields | High correlation |
Other Noncurrent Financial Liabilities is highly correlated with Assets and 11 other fields | High correlation |
Cash Flows From Used In Operating Activities is highly correlated with Other Noncurrent Financial Liabilities and 1 other fields | High correlation |
Current Loans And Borrowings is highly correlated with Other Noncurrent Financial Assets and 1 other fields | High correlation |
Noncurrent Loans And Borrowings is highly correlated with Liabilities and 4 other fields | High correlation |
Profit Loss is highly correlated with Assets and 5 other fields | High correlation |
Profit Loss Before Taxation is highly correlated with Assets and 6 other fields | High correlation |
Finance Costs is highly correlated with Liabilities and 2 other fields | High correlation |
Revenue is highly correlated with Assets and 7 other fields | High correlation |
Net Tangible Assets margin is highly correlated with Quick Ratio | High correlation |
Operating cash flow rati is highly correlated with Other Current Financial Assets and 1 other fields | High correlation |
Debt ratio is highly correlated with Goodwill | High correlation |
NPBT is highly correlated with Profit Loss and 1 other fields | High correlation |
Quick Ratio is highly correlated with Net Tangible Assets margin | High correlation |
Risk_bool is highly correlated with Financial Year | High correlation |
Goodwill is highly correlated with Other Noncurrent Financial Liabilities | High correlation |
Risk_bool is highly correlated with Financial Year | High correlation |
Financial Year is highly correlated with Risk_bool | High correlation |
Other Noncurrent Financial Liabilities is highly correlated with Goodwill | High correlation |
Financial Year is highly correlated with Current Loans And Borrowings and 2 other fields | High correlation |
Description Of Presentation Currency is highly correlated with Assets and 8 other fields | High correlation |
Assets is highly correlated with Description Of Presentation Currency and 16 other fields | High correlation |
Goodwill is highly correlated with Trade And Other Receivables Current and 1 other fields | High correlation |
Intangible Assets Other Than Goodwill is highly correlated with Assets and 9 other fields | High correlation |
Liabilities is highly correlated with Description Of Presentation Currency and 15 other fields | High correlation |
Cash And Bank Balances is highly correlated with Description Of Presentation Currency and 17 other fields | High correlation |
Trade And Other Receivables Current is highly correlated with Description Of Presentation Currency and 16 other fields | High correlation |
Current Assets is highly correlated with Description Of Presentation Currency and 17 other fields | High correlation |
Current Liabilities is highly correlated with Description Of Presentation Currency and 16 other fields | High correlation |
Other Current Financial Assets is highly correlated with Operating cash flow rati | High correlation |
Other Noncurrent Financial Assets is highly correlated with Cash And Bank Balances and 3 other fields | High correlation |
Other Current Financial Liabilities is highly correlated with Assets and 10 other fields | High correlation |
Other Noncurrent Financial Liabilities is highly correlated with Description Of Presentation Currency and 12 other fields | High correlation |
Cash Flows From Used In Operating Activities is highly correlated with Description Of Presentation Currency and 16 other fields | High correlation |
Current Loans And Borrowings is highly correlated with Financial Year and 14 other fields | High correlation |
Noncurrent Loans And Borrowings is highly correlated with Assets and 12 other fields | High correlation |
Profit Loss is highly correlated with Assets and 14 other fields | High correlation |
Profit Loss Before Taxation is highly correlated with Assets and 14 other fields | High correlation |
Finance Costs is highly correlated with Assets and 16 other fields | High correlation |
Revenue is highly correlated with Description Of Presentation Currency and 14 other fields | High correlation |
Net Tangible Assets margin is highly correlated with Financial Year and 4 other fields | High correlation |
Operating cash flow rati is highly correlated with Goodwill and 5 other fields | High correlation |
Debt ratio is highly correlated with Current Loans And Borrowings | High correlation |
NPBT is highly correlated with Assets and 11 other fields | High correlation |
Quick Ratio is highly correlated with Operating cash flow rati and 1 other fields | High correlation |
Risk_bool is highly correlated with Financial Year and 2 other fields | High correlation |
Goodwill has 114 (95.0%) missing values | Missing |
Intangible Assets Other Than Goodwill has 76 (63.3%) missing values | Missing |
Cash And Bank Balances has 6 (5.0%) missing values | Missing |
Trade And Other Receivables Current has 6 (5.0%) missing values | Missing |
Other Current Financial Assets has 112 (93.3%) missing values | Missing |
Other Noncurrent Financial Assets has 110 (91.7%) missing values | Missing |
Other Current Financial Liabilities has 83 (69.2%) missing values | Missing |
Other Noncurrent Financial Liabilities has 113 (94.2%) missing values | Missing |
Current Loans And Borrowings has 70 (58.3%) missing values | Missing |
Noncurrent Loans And Borrowings has 82 (68.3%) missing values | Missing |
Profit Loss has 5 (4.2%) missing values | Missing |
Finance Costs has 25 (20.8%) missing values | Missing |
Assets has unique values | Unique |
Liabilities has unique values | Unique |
Current Assets has unique values | Unique |
Current Liabilities has unique values | Unique |
Cash Flows From Used In Operating Activities has unique values | Unique |
Profit Loss Before Taxation has unique values | Unique |
Revenue has unique values | Unique |
Net Tangible Assets margin has unique values | Unique |
Operating cash flow rati has unique values | Unique |
NPBT has unique values | Unique |
Intangible Assets Other Than Goodwill has 5 (4.2%) zeros | Zeros |
Other Current Financial Assets has 2 (1.7%) zeros | Zeros |
Other Noncurrent Financial Assets has 2 (1.7%) zeros | Zeros |
Other Current Financial Liabilities has 7 (5.8%) zeros | Zeros |
Current Loans And Borrowings has 6 (5.0%) zeros | Zeros |
Noncurrent Loans And Borrowings has 7 (5.8%) zeros | Zeros |
Debt ratio has 48 (40.0%) zeros | Zeros |
Quick Ratio has 5 (4.2%) zeros | Zeros |
Interest coverage ratio has 34 (28.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-06 12:29:32.777255 |
|---|---|
| Analysis finished | 2022-10-06 12:30:29.478390 |
| Duration | 56.7 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
Financial Year
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| 2019 | |
|---|---|
| 2018 | |
| 2017 | 6 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 480 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 103 | |
| 2018 | 11 | 9.2% |
| 2017 | 6 | 5.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2019 | 103 | |
| 2018 | 11 | 9.2% |
| 2017 | 6 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 120 | |
| 0 | 120 | |
| 1 | 120 | |
| 9 | 103 | |
| 8 | 11 | 2.3% |
| 7 | 6 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 480 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 120 | |
| 0 | 120 | |
| 1 | 120 | |
| 9 | 103 | |
| 8 | 11 | 2.3% |
| 7 | 6 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 480 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 120 | |
| 0 | 120 | |
| 1 | 120 | |
| 9 | 103 | |
| 8 | 11 | 2.3% |
| 7 | 6 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 480 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 120 | |
| 0 | 120 | |
| 1 | 120 | |
| 9 | 103 | |
| 8 | 11 | 2.3% |
| 7 | 6 | 1.2% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| SGD | |
|---|---|
| USD | |
| JPY | 1 |
| EUR | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 360 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.7% |
Sample
| 1st row | SGD |
|---|---|
| 2nd row | SGD |
| 3rd row | SGD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| SGD | 71 | |
| USD | 47 | |
| JPY | 1 | 0.8% |
| EUR | 1 | 0.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| sgd | 71 | |
| usd | 47 | |
| jpy | 1 | 0.8% |
| eur | 1 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 118 | |
| D | 118 | |
| G | 71 | |
| U | 48 | |
| J | 1 | 0.3% |
| P | 1 | 0.3% |
| Y | 1 | 0.3% |
| E | 1 | 0.3% |
| R | 1 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 360 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 118 | |
| D | 118 | |
| G | 71 | |
| U | 48 | |
| J | 1 | 0.3% |
| P | 1 | 0.3% |
| Y | 1 | 0.3% |
| E | 1 | 0.3% |
| R | 1 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 360 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 118 | |
| D | 118 | |
| G | 71 | |
| U | 48 | |
| J | 1 | 0.3% |
| P | 1 | 0.3% |
| Y | 1 | 0.3% |
| E | 1 | 0.3% |
| R | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 360 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 118 | |
| D | 118 | |
| G | 71 | |
| U | 48 | |
| J | 1 | 0.3% |
| P | 1 | 0.3% |
| Y | 1 | 0.3% |
| E | 1 | 0.3% |
| R | 1 | 0.3% |
| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01752005043 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.999698252 × 10-5 |
| Q1 | 0.0003011615768 |
| median | 0.001133801504 |
| Q3 | 0.005244188836 |
| 95-th percentile | 0.03162158999 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.004943027259 |
Descriptive statistics
| Standard deviation | 0.09837879305 |
|---|---|
| Coefficient of variation (CV) | 5.615211752 |
| Kurtosis | 86.84523641 |
| Mean | 0.01752005043 |
| Median Absolute Deviation (MAD) | 0.001034702737 |
| Skewness | 9.019229404 |
| Sum | 2.102406051 |
| Variance | 0.009678386922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0037071808 | 1 | 0.8% |
| 0.0004453413896 | 1 | 0.8% |
| 0.3989229776 | 1 | 0.8% |
| 0.00519949026 | 1 | 0.8% |
| 0.0009708625789 | 1 | 0.8% |
| 0.02309049638 | 1 | 0.8% |
| 0.001121508845 | 1 | 0.8% |
| 9.403847802 × 10-5 | 1 | 0.8% |
| 0.01566218681 | 1 | 0.8% |
| 0.0005392471838 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 7.851339157 × 10-6 | 1 | |
| 1.431986799 × 10-5 | 1 | |
| 2.379639506 × 10-5 | 1 | |
| 2.87046917 × 10-5 | 1 | |
| 3.375384563 × 10-5 | 1 | |
| 4.032556868 × 10-5 | 1 | |
| 5.135223215 × 10-5 | 1 | |
| 8.36109321 × 10-5 | 1 | |
| 8.720073334 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.3989229776 | 1 | |
| 0.1287186747 | 1 | |
| 0.05364095286 | 1 | |
| 0.04928911583 | 1 | |
| 0.0401742588 | 1 | |
| 0.03117144953 | 1 | |
| 0.02666129608 | 1 | |
| 0.02582332255 | 1 | |
| 0.02412403398 | 1 |
Goodwill
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 4 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 114 |
| Missing (%) | 95.0% |
| Memory size | 1.9 KiB |
| 0.0 | |
|---|---|
| 0.2556376729202198 | |
| 1.0 | |
| 0.4847163160886867 |
Length
| Max length | 18 |
|---|---|
| Median length | 3 |
| Mean length | 8 |
| Min length | 3 |
Characters and Unicode
| Total characters | 48 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 50.0% |
Sample
| 1st row | 0.2556376729202198 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.4847163160886867 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3 | 2.5% |
| 0.2556376729202198 | 1 | 0.8% |
| 1.0 | 1 | 0.8% |
| 0.4847163160886867 | 1 | 0.8% |
| (Missing) | 114 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 3 | |
| 0.2556376729202198 | 1 | 16.7% |
| 1.0 | 1 | 16.7% |
| 0.4847163160886867 | 1 | 16.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11 | |
| . | 6 | |
| 6 | 6 | |
| 8 | 5 | |
| 2 | 4 | 8.3% |
| 7 | 4 | 8.3% |
| 1 | 4 | 8.3% |
| 5 | 2 | 4.2% |
| 3 | 2 | 4.2% |
| 9 | 2 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 42 | |
| Other Punctuation | 6 | 12.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 6 | 6 | |
| 8 | 5 | |
| 2 | 4 | 9.5% |
| 7 | 4 | 9.5% |
| 1 | 4 | 9.5% |
| 5 | 2 | 4.8% |
| 3 | 2 | 4.8% |
| 9 | 2 | 4.8% |
| 4 | 2 | 4.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 48 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11 | |
| . | 6 | |
| 6 | 6 | |
| 8 | 5 | |
| 2 | 4 | 8.3% |
| 7 | 4 | 8.3% |
| 1 | 4 | 8.3% |
| 5 | 2 | 4.2% |
| 3 | 2 | 4.2% |
| 9 | 2 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11 | |
| . | 6 | |
| 6 | 6 | |
| 8 | 5 | |
| 2 | 4 | 8.3% |
| 7 | 4 | 8.3% |
| 1 | 4 | 8.3% |
| 5 | 2 | 4.2% |
| 3 | 2 | 4.2% |
| 9 | 2 | 4.2% |
Intangible Assets Other Than Goodwill
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 40 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 76 |
| Missing (%) | 63.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07911793617 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.000111981565 |
| median | 0.001290394856 |
| Q3 | 0.02667156061 |
| 95-th percentile | 0.4925972932 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02655957904 |
Descriptive statistics
| Standard deviation | 0.2086853596 |
|---|---|
| Coefficient of variation (CV) | 2.637649182 |
| Kurtosis | 11.78057731 |
| Mean | 0.07911793617 |
| Median Absolute Deviation (MAD) | 0.001290394856 |
| Skewness | 3.420624902 |
| Sum | 3.481189192 |
| Variance | 0.04354957931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | 4.2% |
| 7.616559888 × 10-5 | 1 | 0.8% |
| 0.0541863832 | 1 | 0.8% |
| 0.2066554044 | 1 | 0.8% |
| 0.002096129872 | 1 | 0.8% |
| 0.0001051810651 | 1 | 0.8% |
| 0.007271638533 | 1 | 0.8% |
| 0.002816313692 | 1 | 0.8% |
| 0.000189258819 | 1 | 0.8% |
| 0.0001847668621 | 1 | 0.8% |
| Other values (30) | 30 | 25.0% |
| (Missing) | 76 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1.81346664 × 10-9 | 1 | 0.8% |
| 3.224343686 × 10-6 | 1 | 0.8% |
| 8.795313204 × 10-6 | 1 | 0.8% |
| 7.25386656 × 10-5 | 1 | 0.8% |
| 7.616559888 × 10-5 | 1 | 0.8% |
| 0.0001051810651 | 1 | 0.8% |
| 0.0001142483983 | 1 | 0.8% |
| 0.0001847668621 | 1 | 0.8% |
| 0.000189258819 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.8184174947 | 1 | |
| 0.5347731775 | 1 | |
| 0.2536006153 | 1 | |
| 0.2400531908 | 1 | |
| 0.2066554044 | 1 | |
| 0.08826323484 | 1 | |
| 0.08657853158 | 1 | |
| 0.08459277836 | 1 | |
| 0.0541863832 | 1 |
Liabilities
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02219910937 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0001300720061 |
| Q1 | 0.0007048490547 |
| median | 0.002312680818 |
| Q3 | 0.01230416255 |
| 95-th percentile | 0.05146991055 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01159931349 |
Descriptive statistics
| Standard deviation | 0.09756373812 |
|---|---|
| Coefficient of variation (CV) | 4.394939296 |
| Kurtosis | 86.92880222 |
| Mean | 0.02219910937 |
| Median Absolute Deviation (MAD) | 0.002140035629 |
| Skewness | 8.89870668 |
| Sum | 2.663893125 |
| Variance | 0.009518682995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.007336498109 | 1 | 0.8% |
| 0.001044930976 | 1 | 0.8% |
| 1 | 1 | 0.8% |
| 0.09181281825 | 1 | 0.8% |
| 0.00474861604 | 1 | 0.8% |
| 0.0170345709 | 1 | 0.8% |
| 0.004651931479 | 1 | 0.8% |
| 0.0003265750232 | 1 | 0.8% |
| 0.05483373356 | 1 | 0.8% |
| 0.002006431014 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 2.88625518 × 10-5 | 1 | |
| 6.237317801 × 10-5 | 1 | |
| 7.010823774 × 10-5 | 1 | |
| 9.613009485 × 10-5 | 1 | |
| 0.0001257413868 | 1 | |
| 0.0001302999334 | 1 | |
| 0.0001314572557 | 1 | |
| 0.0001458445405 | 1 | |
| 0.0001459025017 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.3150605679 | 1 | |
| 0.2013985459 | 1 | |
| 0.1381715772 | 1 | |
| 0.09181281825 | 1 | |
| 0.05483373356 | 1 | |
| 0.05129286724 | 1 | |
| 0.05006557537 | 1 | |
| 0.04556796237 | 1 | |
| 0.04334123338 | 1 |
| Distinct | 114 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03254581778 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.773889113 × 10-5 |
| Q1 | 0.0003440899737 |
| median | 0.002030089405 |
| Q3 | 0.009412580891 |
| 95-th percentile | 0.1568012185 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.009068490917 |
Descriptive statistics
| Standard deviation | 0.124901353 |
|---|---|
| Coefficient of variation (CV) | 3.837708239 |
| Kurtosis | 36.87226721 |
| Mean | 0.03254581778 |
| Median Absolute Deviation (MAD) | 0.001977138611 |
| Skewness | 5.738901412 |
| Sum | 3.710223227 |
| Variance | 0.01560034799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.002337785665 | 1 | 0.8% |
| 0.005928881524 | 1 | 0.8% |
| 0.002827592137 | 1 | 0.8% |
| 0.0004724056426 | 1 | 0.8% |
| 0.00226475571 | 1 | 0.8% |
| 0.0003375926854 | 1 | 0.8% |
| 0.003701917288 | 1 | 0.8% |
| 0.001868453055 | 1 | 0.8% |
| 1.537976883 × 10-5 | 1 | 0.8% |
| 0.005690925814 | 1 | 0.8% |
| Other values (104) | 104 | |
| (Missing) | 6 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1.506455117 × 10-6 | 1 | |
| 8.639613506 × 10-6 | 1 | |
| 9.25408415 × 10-6 | 1 | |
| 1.475374927 × 10-5 | 1 | |
| 1.537976883 × 10-5 | 1 | |
| 1.900918776 × 10-5 | 1 | |
| 2.378602616 × 10-5 | 1 | |
| 3.219058511 × 10-5 | 1 | |
| 3.581355022 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.595895368 | 1 | |
| 0.4981646997 | 1 | |
| 0.3813048278 | 1 | |
| 0.2605713666 | 1 | |
| 0.1771647043 | 1 | |
| 0.1458362646 | 1 | |
| 0.04696128854 | 1 | |
| 0.04575314143 | 1 | |
| 0.03633185299 | 1 |
Trade And Other Receivables Current
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 114 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03546971005 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0003292986355 |
| Q1 | 0.001507965846 |
| median | 0.004872671616 |
| Q3 | 0.02082183189 |
| 95-th percentile | 0.1317670903 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01931386605 |
Descriptive statistics
| Standard deviation | 0.1073374792 |
|---|---|
| Coefficient of variation (CV) | 3.026173009 |
| Kurtosis | 58.86297919 |
| Mean | 0.03546971005 |
| Median Absolute Deviation (MAD) | 0.004327776525 |
| Skewness | 6.974408346 |
| Sum | 4.043546945 |
| Variance | 0.01152133444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02438878354 | 1 | 0.8% |
| 0.004069578127 | 1 | 0.8% |
| 0.00189935072 | 1 | 0.8% |
| 0.0005277850766 | 1 | 0.8% |
| 0.204650243 | 1 | 0.8% |
| 0.004172646261 | 1 | 0.8% |
| 0.03160001304 | 1 | 0.8% |
| 0.003396896004 | 1 | 0.8% |
| 0 | 1 | 0.8% |
| 0.00493141748 | 1 | 0.8% |
| Other values (104) | 104 | |
| (Missing) | 6 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 4.821818698 × 10-5 | 1 | |
| 7.033098611 × 10-5 | 1 | |
| 0.0001321768943 | 1 | |
| 0.0002235501932 | 1 | |
| 0.0003278095841 | 1 | |
| 0.0003301004323 | 1 | |
| 0.0003460539664 | 1 | |
| 0.0003543103564 | 1 | |
| 0.0004268252177 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.319804818 | 1 | |
| 0.3063636381 | 1 | |
| 0.2547773577 | 1 | |
| 0.204650243 | 1 | |
| 0.1684179492 | 1 | |
| 0.1120320124 | 1 | |
| 0.108768201 | 1 | |
| 0.1027337111 | 1 | |
| 0.1010285323 | 1 |
Current Assets
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04017833472 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0002432434046 |
| Q1 | 0.001109817179 |
| median | 0.004806666377 |
| Q3 | 0.0272373012 |
| 95-th percentile | 0.1331891451 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02612748402 |
Descriptive statistics
| Standard deviation | 0.1198219282 |
|---|---|
| Coefficient of variation (CV) | 2.982252227 |
| Kurtosis | 39.28167477 |
| Mean | 0.04017833472 |
| Median Absolute Deviation (MAD) | 0.004259253256 |
| Skewness | 5.796844695 |
| Sum | 4.821400167 |
| Variance | 0.01435729448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02078176671 | 1 | 0.8% |
| 0.002791195129 | 1 | 0.8% |
| 0.6091798814 | 1 | 0.8% |
| 0.0172227932 | 1 | 0.8% |
| 0.007330203004 | 1 | 0.8% |
| 0.04746172246 | 1 | 0.8% |
| 0.00885179035 | 1 | 0.8% |
| 0.000571690646 | 1 | 0.8% |
| 0.1300944297 | 1 | 0.8% |
| 0.004272780763 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 6.890864389 × 10-5 | 1 | |
| 7.294156901 × 10-5 | 1 | |
| 9.782299678 × 10-5 | 1 | |
| 0.000103355489 | 1 | |
| 0.0001073329198 | 1 | |
| 0.000250396588 | 1 | |
| 0.0002600600344 | 1 | |
| 0.0002777899957 | 1 | |
| 0.0003202848575 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.6091798814 | 1 | |
| 0.431783126 | 1 | |
| 0.3351851386 | 1 | |
| 0.2628281649 | 1 | |
| 0.1919887369 | 1 | |
| 0.1300944297 | 1 | |
| 0.1284220213 | 1 | |
| 0.1068766154 | 1 | |
| 0.1039772824 | 1 |
Current Liabilities
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03556534239 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0001820141163 |
| Q1 | 0.00125435109 |
| median | 0.003700324022 |
| Q3 | 0.016556157 |
| 95-th percentile | 0.1171972328 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01530180591 |
Descriptive statistics
| Standard deviation | 0.122370618 |
|---|---|
| Coefficient of variation (CV) | 3.440726556 |
| Kurtosis | 40.50963512 |
| Mean | 0.03556534239 |
| Median Absolute Deviation (MAD) | 0.003290211012 |
| Skewness | 6.051137826 |
| Sum | 4.267841087 |
| Variance | 0.01497456816 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01471899074 | 1 | 0.8% |
| 0.00202580105 | 1 | 0.8% |
| 1 | 1 | 0.8% |
| 0.2007421146 | 1 | 0.8% |
| 0.01031973133 | 1 | 0.8% |
| 0.02698764459 | 1 | 0.8% |
| 0.009846623312 | 1 | 0.8% |
| 0.0007345391256 | 1 | 0.8% |
| 0.1250192281 | 1 | 0.8% |
| 0.004574601079 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1.390080579 × 10-5 | 1 | |
| 2.717867766 × 10-5 | 1 | |
| 6.58057315 × 10-5 | 1 | |
| 0.0001224868906 | 1 | |
| 0.0001598446285 | 1 | |
| 0.0001831809315 | 1 | |
| 0.0002583747218 | 1 | |
| 0.0002822546688 | 1 | |
| 0.0002917435681 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.7063766515 | 1 | |
| 0.4584078773 | 1 | |
| 0.3052919148 | 1 | |
| 0.2007421146 | 1 | |
| 0.1250192281 | 1 | |
| 0.1167855488 | 1 | |
| 0.09630015795 | 1 | |
| 0.09128307305 | 1 | |
| 0.08219997535 | 1 |
Other Current Financial Assets
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 112 |
| Missing (%) | 93.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1493782688 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0004725508579 |
| median | 0.0009450567656 |
| Q3 | 0.09522975958 |
| 95-th percentile | 0.6844048022 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.09475720872 |
Descriptive statistics
| Standard deviation | 0.3464161217 |
|---|---|
| Coefficient of variation (CV) | 2.319052995 |
| Kurtosis | 7.623126586 |
| Mean | 0.1493782688 |
| Median Absolute Deviation (MAD) | 0.0009450567656 |
| Skewness | 2.743069812 |
| Sum | 1.195026151 |
| Variance | 0.1200041294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.7% |
| 1 | 1 | 0.8% |
| 0.001016343882 | 1 | 0.8% |
| 0.09420653447 | 1 | 0.8% |
| 0.0008737696496 | 1 | 0.8% |
| 0.0006300678105 | 1 | 0.8% |
| 0.09829943491 | 1 | 0.8% |
| (Missing) | 112 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.0006300678105 | 1 | |
| 0.0008737696496 | 1 | |
| 0.001016343882 | 1 | |
| 0.09420653447 | 1 | |
| 0.09829943491 | 1 | |
| 1 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.09829943491 | 1 | |
| 0.09420653447 | 1 | |
| 0.001016343882 | 1 | |
| 0.0008737696496 | 1 | |
| 0.0006300678105 | 1 | |
| 0 | 2 |
Other Noncurrent Financial Assets
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 110 |
| Missing (%) | 91.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1215004641 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.613774465 × 10-5 |
| median | 0.009237223073 |
| Q3 | 0.05008004407 |
| 95-th percentile | 0.5947304322 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.05004390632 |
Descriptive statistics
| Standard deviation | 0.3104194909 |
|---|---|
| Coefficient of variation (CV) | 2.55488317 |
| Kurtosis | 9.690304101 |
| Mean | 0.1215004641 |
| Median Absolute Deviation (MAD) | 0.009237223073 |
| Skewness | 3.09782641 |
| Sum | 1.215004641 |
| Variance | 0.0963602603 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.7% |
| 0.0453961751 | 1 | 0.8% |
| 1 | 1 | 0.8% |
| 0.01583729537 | 1 | 0.8% |
| 0.09940096053 | 1 | 0.8% |
| 0.05164133372 | 1 | 0.8% |
| 6.531251614 × 10-5 | 1 | 0.8% |
| 0.002637150775 | 1 | 0.8% |
| 2.641282082 × 10-5 | 1 | 0.8% |
| (Missing) | 110 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2.641282082 × 10-5 | 1 | |
| 6.531251614 × 10-5 | 1 | |
| 0.002637150775 | 1 | |
| 0.01583729537 | 1 | |
| 0.0453961751 | 1 | |
| 0.05164133372 | 1 | |
| 0.09940096053 | 1 | |
| 1 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.09940096053 | 1 | |
| 0.05164133372 | 1 | |
| 0.0453961751 | 1 | |
| 0.01583729537 | 1 | |
| 0.002637150775 | 1 | |
| 6.531251614 × 10-5 | 1 | |
| 2.641282082 × 10-5 | 1 | |
| 0 | 2 |
Other Current Financial Liabilities
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 31 |
|---|---|
| Distinct (%) | 83.8% |
| Missing | 83 |
| Missing (%) | 69.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06170165219 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 7 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0001671173127 |
| median | 0.0008864971726 |
| Q3 | 0.008446464688 |
| 95-th percentile | 0.3875335744 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.008279347375 |
Descriptive statistics
| Standard deviation | 0.2005832711 |
|---|---|
| Coefficient of variation (CV) | 3.250857376 |
| Kurtosis | 15.6668194 |
| Mean | 0.06170165219 |
| Median Absolute Deviation (MAD) | 0.0008864971726 |
| Skewness | 3.935761778 |
| Sum | 2.282961131 |
| Variance | 0.04023364866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 5.8% |
| 0.01142642193 | 1 | 0.8% |
| 0.008446464688 | 1 | 0.8% |
| 0.002507810532 | 1 | 0.8% |
| 0.0004390500205 | 1 | 0.8% |
| 0.004006631335 | 1 | 0.8% |
| 0.0002934353625 | 1 | 0.8% |
| 0.001532250983 | 1 | 0.8% |
| 0.000854458517 | 1 | 0.8% |
| 0.01826016233 | 1 | 0.8% |
| Other values (21) | 21 | 17.5% |
| (Missing) | 83 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 5.415909925 × 10-5 | 1 | 0.8% |
| 0.0001074748866 | 1 | 0.8% |
| 0.0001671173127 | 1 | 0.8% |
| 0.0002934353625 | 1 | 0.8% |
| 0.0003030488785 | 1 | 0.8% |
| 0.0003599634365 | 1 | 0.8% |
| 0.0003959379476 | 1 | 0.8% |
| 0.0004080694035 | 1 | 0.8% |
| 0.0004390500205 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.6885719838 | 1 | |
| 0.312273972 | 1 | |
| 0.09759266235 | 1 | |
| 0.08236894477 | 1 | |
| 0.02423959895 | 1 | |
| 0.01826016233 | 1 | |
| 0.01142642193 | 1 | |
| 0.009683092256 | 1 | |
| 0.008446464688 | 1 |
Other Noncurrent Financial Liabilities
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 5 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 113 |
| Missing (%) | 94.2% |
| Memory size | 1.9 KiB |
| 0.0 | |
|---|---|
| 0.05908937506419568 | |
| 0.944402870097284 | |
| 0.03059382841044152 | |
| 1.0 |
Length
| Max length | 19 |
|---|---|
| Median length | 3 |
| Mean length | 9.571428571 |
| Min length | 3 |
Characters and Unicode
| Total characters | 67 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 57.1% |
Sample
| 1st row | 0.05908937506419568 |
|---|---|
| 2nd row | 0.944402870097284 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.03059382841044152 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3 | 2.5% |
| 0.05908937506419568 | 1 | 0.8% |
| 0.944402870097284 | 1 | 0.8% |
| 0.03059382841044152 | 1 | 0.8% |
| 1.0 | 1 | 0.8% |
| (Missing) | 113 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 3 | |
| 0.05908937506419568 | 1 | 14.3% |
| 0.944402870097284 | 1 | 14.3% |
| 0.03059382841044152 | 1 | 14.3% |
| 1.0 | 1 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 4 | 8 | |
| . | 7 | 10.4% |
| 9 | 6 | 9.0% |
| 8 | 6 | 9.0% |
| 5 | 5 | 7.5% |
| 1 | 4 | 6.0% |
| 2 | 4 | 6.0% |
| 3 | 3 | 4.5% |
| 7 | 3 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60 | |
| Other Punctuation | 7 | 10.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 4 | 8 | |
| 9 | 6 | 10.0% |
| 8 | 6 | 10.0% |
| 5 | 5 | 8.3% |
| 1 | 4 | 6.7% |
| 2 | 4 | 6.7% |
| 3 | 3 | 5.0% |
| 7 | 3 | 5.0% |
| 6 | 2 | 3.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 67 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 4 | 8 | |
| . | 7 | 10.4% |
| 9 | 6 | 9.0% |
| 8 | 6 | 9.0% |
| 5 | 5 | 7.5% |
| 1 | 4 | 6.0% |
| 2 | 4 | 6.0% |
| 3 | 3 | 4.5% |
| 7 | 3 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 4 | 8 | |
| . | 7 | 10.4% |
| 9 | 6 | 9.0% |
| 8 | 6 | 9.0% |
| 5 | 5 | 7.5% |
| 1 | 4 | 6.0% |
| 2 | 4 | 6.0% |
| 3 | 3 | 4.5% |
| 7 | 3 | 4.5% |
Cash Flows From Used In Operating Activities
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4448533884 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4330256346 |
| Q1 | 0.4379686448 |
| median | 0.4388926423 |
| Q3 | 0.4425309312 |
| 95-th percentile | 0.4855046639 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.004562286407 |
Descriptive statistics
| Standard deviation | 0.06981590383 |
|---|---|
| Coefficient of variation (CV) | 0.1569413781 |
| Kurtosis | 47.21778277 |
| Mean | 0.4448533884 |
| Median Absolute Deviation (MAD) | 0.001758903049 |
| Skewness | 2.216634362 |
| Sum | 53.38240661 |
| Variance | 0.004874260427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4710808296 | 1 | 0.8% |
| 0.4384658469 | 1 | 0.8% |
| 1 | 1 | 0.8% |
| 0.3369119444 | 1 | 0.8% |
| 0.4403053133 | 1 | 0.8% |
| 0.4355275822 | 1 | 0.8% |
| 0.4394044082 | 1 | 0.8% |
| 0.4384129977 | 1 | 0.8% |
| 0.4347481994 | 1 | 0.8% |
| 0.4394642398 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.3369119444 | 1 | |
| 0.4021304198 | 1 | |
| 0.4085138769 | 1 | |
| 0.4218850516 | 1 | |
| 0.4324049855 | 1 | |
| 0.4330583003 | 1 | |
| 0.433062511 | 1 | |
| 0.4343279303 | 1 | |
| 0.4347481994 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.6032227988 | 1 | |
| 0.5720830952 | 1 | |
| 0.5051316549 | 1 | |
| 0.4969763077 | 1 | |
| 0.4866969577 | 1 | |
| 0.4854419116 | 1 | |
| 0.4837011535 | 1 | |
| 0.4710808296 | 1 | |
| 0.4700399817 | 1 |
Current Loans And Borrowings
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 44 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 70 |
| Missing (%) | 58.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08207909826 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 6 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.002751714861 |
| median | 0.01273822319 |
| Q3 | 0.0380969617 |
| 95-th percentile | 0.4167789382 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.03534524684 |
Descriptive statistics
| Standard deviation | 0.1894801356 |
|---|---|
| Coefficient of variation (CV) | 2.308506545 |
| Kurtosis | 13.19159004 |
| Mean | 0.08207909826 |
| Median Absolute Deviation (MAD) | 0.01218877091 |
| Skewness | 3.488833097 |
| Sum | 4.103954913 |
| Variance | 0.03590272178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | 5.0% |
| 0.01266748794 | 2 | 1.7% |
| 0.1890622575 | 1 | 0.8% |
| 0.04935496518 | 1 | 0.8% |
| 0.03067115518 | 1 | 0.8% |
| 5.397299925 × 10-5 | 1 | 0.8% |
| 0.006189442282 | 1 | 0.8% |
| 0.00221681039 | 1 | 0.8% |
| 0.01589542989 | 1 | 0.8% |
| 0.7318641159 | 1 | 0.8% |
| Other values (34) | 34 | |
| (Missing) | 70 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 5.397299925 × 10-5 | 1 | 0.8% |
| 0.000191326571 | 1 | 0.8% |
| 0.0002755178627 | 1 | 0.8% |
| 0.0005162001336 | 1 | 0.8% |
| 0.0005827044453 | 1 | 0.8% |
| 0.00221681039 | 1 | 0.8% |
| 0.002434928698 | 1 | 0.8% |
| 0.003702073351 | 1 | 0.8% |
| 0.00433861462 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.7318641159 | 1 | |
| 0.4245522201 | 1 | |
| 0.4072782604 | 1 | |
| 0.2407478758 | 1 | |
| 0.2253134412 | 1 | |
| 0.1890622575 | 1 | |
| 0.1767375296 | 1 | |
| 0.1280049657 | 1 | |
| 0.1013905735 | 1 |
Noncurrent Loans And Borrowings
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 32 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 82 |
| Missing (%) | 68.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03594693533 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 7 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0002398739355 |
| median | 0.003060674887 |
| Q3 | 0.01712351579 |
| 95-th percentile | 0.04809807116 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01688364186 |
Descriptive statistics
| Standard deviation | 0.1612263608 |
|---|---|
| Coefficient of variation (CV) | 4.485121174 |
| Kurtosis | 37.38047708 |
| Mean | 0.03594693533 |
| Median Absolute Deviation (MAD) | 0.003060674887 |
| Skewness | 6.092086897 |
| Sum | 1.365983543 |
| Variance | 0.02599393942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 5.8% |
| 0.01398190961 | 1 | 0.8% |
| 0.009787306213 | 1 | 0.8% |
| 0.02390609188 | 1 | 0.8% |
| 0.002863648436 | 1 | 0.8% |
| 0.002136177199 | 1 | 0.8% |
| 0.0006959698286 | 1 | 0.8% |
| 1 | 1 | 0.8% |
| 0.02920237931 | 1 | 0.8% |
| 0.003602042564 | 1 | 0.8% |
| Other values (22) | 22 | 18.3% |
| (Missing) | 82 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1.229617175 × 10-5 | 1 | 0.8% |
| 0.0001114691825 | 1 | 0.8% |
| 0.0002094561985 | 1 | 0.8% |
| 0.0003311271465 | 1 | 0.8% |
| 0.000399881058 | 1 | 0.8% |
| 0.0005319175502 | 1 | 0.8% |
| 0.0006959698286 | 1 | 0.8% |
| 0.001206714617 | 1 | 0.8% |
| 0.001955536874 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.05794167313 | 1 | |
| 0.04636096492 | 1 | |
| 0.03160633942 | 1 | |
| 0.02920237931 | 1 | |
| 0.02568773061 | 1 | |
| 0.02486447776 | 1 | |
| 0.024376317 | 1 | |
| 0.02390609188 | 1 | |
| 0.0173982221 | 1 |
Profit Loss
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 115 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1283646601 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.108917364 |
| Q1 | 0.1118985006 |
| median | 0.1123991797 |
| Q3 | 0.1154353758 |
| 95-th percentile | 0.1802187464 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.003536875216 |
Descriptive statistics
| Standard deviation | 0.08859439175 |
|---|---|
| Coefficient of variation (CV) | 0.690177434 |
| Kurtosis | 83.92312646 |
| Mean | 0.1283646601 |
| Median Absolute Deviation (MAD) | 0.001243305482 |
| Skewness | 8.643983438 |
| Sum | 14.76193592 |
| Variance | 0.007848966249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.133511149 | 1 | 0.8% |
| 0.1147900718 | 1 | 0.8% |
| 0.1120969861 | 1 | 0.8% |
| 0.1119229154 | 1 | 0.8% |
| 0.1202265828 | 1 | 0.8% |
| 0.112825678 | 1 | 0.8% |
| 0.2291054163 | 1 | 0.8% |
| 0.1110818925 | 1 | 0.8% |
| 0.1117653263 | 1 | 0.8% |
| 0.1127053895 | 1 | 0.8% |
| Other values (105) | 105 | |
| (Missing) | 5 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.08659212071 | 1 | |
| 0.1033865257 | 1 | |
| 0.1067624406 | 1 | |
| 0.107902537 | 1 | |
| 0.1087737494 | 1 | |
| 0.1089789131 | 1 | |
| 0.1089821581 | 1 | |
| 0.1099856917 | 1 | |
| 0.1106358217 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.3206337611 | 1 | |
| 0.2821813813 | 1 | |
| 0.2330603417 | 1 | |
| 0.2291054163 | 1 | |
| 0.2144578721 | 1 | |
| 0.1655448354 | 1 | |
| 0.1622333266 | 1 | |
| 0.1535836714 | 1 | |
| 0.1442198936 | 1 |
Profit Loss Before Taxation
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1282005713 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1087052352 |
| Q1 | 0.1116151568 |
| median | 0.1121775229 |
| Q3 | 0.115103593 |
| 95-th percentile | 0.1683000922 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.003488436216 |
Descriptive statistics
| Standard deviation | 0.0874233514 |
|---|---|
| Coefficient of variation (CV) | 0.6819263794 |
| Kurtosis | 84.77546091 |
| Mean | 0.1282005713 |
| Median Absolute Deviation (MAD) | 0.001293119689 |
| Skewness | 8.650329572 |
| Sum | 15.38406855 |
| Variance | 0.00764284237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.136606081 | 1 | 0.8% |
| 0.1117973103 | 1 | 0.8% |
| 0.2571238525 | 1 | 0.8% |
| 0 | 1 | 0.8% |
| 0.1106304563 | 1 | 0.8% |
| 0.1657998498 | 1 | 0.8% |
| 0.1119041071 | 1 | 0.8% |
| 0.1116531714 | 1 | 0.8% |
| 0.121353697 | 1 | 0.8% |
| 0.1128001161 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.08667327268 | 1 | |
| 0.1034284703 | 1 | |
| 0.1065187947 | 1 | |
| 0.1077215511 | 1 | |
| 0.1085115951 | 1 | |
| 0.1087154268 | 1 | |
| 0.108718732 | 1 | |
| 0.1097206165 | 1 | |
| 0.1100820008 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.3206944098 | 1 | |
| 0.3009741423 | 1 | |
| 0.2571238525 | 1 | |
| 0.2310161079 | 1 | |
| 0.2158046992 | 1 | |
| 0.1657998498 | 1 | |
| 0.1633435162 | 1 | |
| 0.1584436137 | 1 | |
| 0.1467960625 | 1 |
Finance Costs
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 86 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 25 |
| Missing (%) | 20.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1158501178 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07981295078 |
| Q1 | 0.08018685107 |
| median | 0.08322142348 |
| Q3 | 0.1038743085 |
| 95-th percentile | 0.1787223587 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0236874574 |
Descriptive statistics
| Standard deviation | 0.1268940399 |
|---|---|
| Coefficient of variation (CV) | 1.095329398 |
| Kurtosis | 31.91810853 |
| Mean | 0.1158501178 |
| Median Absolute Deviation (MAD) | 0.003408472696 |
| Skewness | 5.461127093 |
| Sum | 11.0057612 |
| Variance | 0.01610209736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.07981295078 | 9 | 7.5% |
| 0.08227790283 | 2 | 1.7% |
| 0.08477451058 | 1 | 0.8% |
| 0.0812515495 | 1 | 0.8% |
| 0.08016645795 | 1 | 0.8% |
| 1 | 1 | 0.8% |
| 0.1268224935 | 1 | 0.8% |
| 0.08137500198 | 1 | 0.8% |
| 0.1712927003 | 1 | 0.8% |
| 0.08069858921 | 1 | 0.8% |
| Other values (76) | 76 | |
| (Missing) | 25 | 20.8% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.8% |
| 0.02647222002 | 1 | 0.8% |
| 0.06948242054 | 1 | 0.8% |
| 0.07933584053 | 1 | 0.8% |
| 0.07981295078 | 9 | |
| 0.0798208766 | 1 | 0.8% |
| 0.079833867 | 1 | 0.8% |
| 0.07984002536 | 1 | 0.8% |
| 0.07990141079 | 1 | 0.8% |
| 0.07996799556 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.7024015218 | 1 | |
| 0.6316160736 | 1 | |
| 0.1957368947 | 1 | |
| 0.1802647222 | 1 | |
| 0.1780613458 | 1 | |
| 0.1712927003 | 1 | |
| 0.1582343346 | 1 | |
| 0.1576920029 | 1 | |
| 0.1565698185 | 1 |
| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03895076948 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.311338714 × 10-5 |
| Q1 | 0.0007776849359 |
| median | 0.002974345778 |
| Q3 | 0.01246662329 |
| 95-th percentile | 0.1516714365 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.01168893835 |
Descriptive statistics
| Standard deviation | 0.1354146854 |
|---|---|
| Coefficient of variation (CV) | 3.476559954 |
| Kurtosis | 32.51100972 |
| Mean | 0.03895076948 |
| Median Absolute Deviation (MAD) | 0.002606766999 |
| Skewness | 5.492314937 |
| Sum | 4.674092338 |
| Variance | 0.01833713701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0315741343 | 1 | 0.8% |
| 0.001733528583 | 1 | 0.8% |
| 0.8300319505 | 1 | 0.8% |
| 0.0003169635187 | 1 | 0.8% |
| 0.002762085644 | 1 | 0.8% |
| 0.01871975484 | 1 | 0.8% |
| 0.002805644575 | 1 | 0.8% |
| 0.0004197305173 | 1 | 0.8% |
| 0.6013143969 | 1 | 0.8% |
| 0.003826252893 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 3.028768444 × 10-5 | 1 | |
| 5.373123597 × 10-5 | 1 | |
| 6.082951633 × 10-5 | 1 | |
| 6.504761146 × 10-5 | 1 | |
| 9.292933618 × 10-5 | 1 | |
| 9.312307403 × 10-5 | 1 | |
| 9.565920932 × 10-5 | 1 | |
| 0.0001142076511 | 1 | |
| 0.0001253136608 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.8300319505 | 1 | |
| 0.6013143969 | 1 | |
| 0.3125395834 | 1 | |
| 0.2403859732 | 1 | |
| 0.237303344 | 1 | |
| 0.147164494 | 1 | |
| 0.1389560601 | 1 | |
| 0.1218234839 | 1 | |
| 0.1049153022 | 1 |
Net Tangible Assets margin
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8064076073 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5409279139 |
| Q1 | 0.7640231989 |
| median | 0.8361046564 |
| Q3 | 0.9182242499 |
| 95-th percentile | 0.9855511768 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.154201051 |
Descriptive statistics
| Standard deviation | 0.1793519507 |
|---|---|
| Coefficient of variation (CV) | 0.2224085551 |
| Kurtosis | 8.075046055 |
| Mean | 0.8064076073 |
| Median Absolute Deviation (MAD) | 0.07912887005 |
| Skewness | -2.486120429 |
| Sum | 96.76891287 |
| Variance | 0.03216712223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8858449677 | 1 | 0.8% |
| 0.8679371794 | 1 | 0.8% |
| 0.8558643788 | 1 | 0.8% |
| 0 | 1 | 0.8% |
| 0.7249166447 | 1 | 0.8% |
| 0.9601511162 | 1 | 0.8% |
| 0.7667704273 | 1 | 0.8% |
| 0.757333291 | 1 | 0.8% |
| 0.8032002127 | 1 | 0.8% |
| 0.7910600102 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.05898421479 | 1 | |
| 0.08546683114 | 1 | |
| 0.1054238283 | 1 | |
| 0.4969548429 | 1 | |
| 0.5065584776 | 1 | |
| 0.5427368316 | 1 | |
| 0.5648066467 | 1 | |
| 0.5704501892 | 1 | |
| 0.5889114163 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9991979449 | 1 | |
| 0.9931244246 | 1 | |
| 0.992366984 | 1 | |
| 0.9874701333 | 1 | |
| 0.9864020034 | 1 | |
| 0.9855063964 | 1 | |
| 0.9822021754 | 1 | |
| 0.9811045444 | 1 | |
| 0.9794142415 | 1 |
| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01070383915 |
| Minimum | -6.925539324 |
|---|---|
| Maximum | 6.85218546 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 42 |
| Negative (%) | 35.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | -6.925539324 |
|---|---|
| 5-th percentile | -2.113602455 |
| Q1 | -0.09313024671 |
| median | 0.1149948851 |
| Q3 | 0.3789389654 |
| 95-th percentile | 1.29331626 |
| Maximum | 6.85218546 |
| Range | 13.77772478 |
| Interquartile range (IQR) | 0.4720692121 |
Descriptive statistics
| Standard deviation | 1.494481336 |
|---|---|
| Coefficient of variation (CV) | 139.621057 |
| Kurtosis | 12.27585654 |
| Mean | 0.01070383915 |
| Median Absolute Deviation (MAD) | 0.249995799 |
| Skewness | -1.46177868 |
| Sum | 1.284460698 |
| Variance | 2.233474462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.497445118 | 1 | 0.8% |
| 0.03724407312 | 1 | 0.8% |
| 0.3796351513 | 1 | 0.8% |
| -0.3414859101 | 1 | 0.8% |
| 0.1273150992 | 1 | 0.8% |
| -0.07057762185 | 1 | 0.8% |
| 0.0718985593 | 1 | 0.8% |
| 0.05289576323 | 1 | 0.8% |
| -0.01947223724 | 1 | 0.8% |
| 0.1624977069 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| -6.925539324 | 1 | |
| -6.55165692 | 1 | |
| -5.98172881 | 1 | |
| -4.967511997 | 1 | |
| -2.536015767 | 1 | |
| -2.114821324 | 1 | |
| -2.113538304 | 1 | |
| -1.176763826 | 1 | |
| -0.9300181223 | 1 | |
| -0.8853606366 | 1 |
| Value | Count | Frequency (%) |
| 6.85218546 | 1 | |
| 3.846542452 | 1 | |
| 2.604751772 | 1 | |
| 2.447978011 | 1 | |
| 1.497445118 | 1 | |
| 1.311053113 | 1 | |
| 1.292382741 | 1 | |
| 1.141828378 | 1 | |
| 1.002389374 | 1 | |
| 0.9784922725 | 1 |
Debt ratio
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 73 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1575618067 |
| Minimum | 0 |
|---|---|
| Maximum | 1.909900364 |
| Zeros | 48 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01088951689 |
| Q3 | 0.2022428138 |
| 95-th percentile | 0.7196994547 |
| Maximum | 1.909900364 |
| Range | 1.909900364 |
| Interquartile range (IQR) | 0.2022428138 |
Descriptive statistics
| Standard deviation | 0.2838436984 |
|---|---|
| Coefficient of variation (CV) | 1.801475271 |
| Kurtosis | 12.40882485 |
| Mean | 0.1575618067 |
| Median Absolute Deviation (MAD) | 0.01088951689 |
| Skewness | 2.979009928 |
| Sum | 18.9074168 |
| Variance | 0.08056724514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 0.006557929147 | 1 | 0.8% |
| 0.2181398581 | 1 | 0.8% |
| 0.008250783929 | 1 | 0.8% |
| 0.6466343741 | 1 | 0.8% |
| 0.01270385464 | 1 | 0.8% |
| 0.442209903 | 1 | 0.8% |
| 0.09772063538 | 1 | 0.8% |
| 0.1455516893 | 1 | 0.8% |
| 0.05685364496 | 1 | 0.8% |
| Other values (63) | 63 |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 0.001144541725 | 1 | 0.8% |
| 0.00141122966 | 1 | 0.8% |
| 0.001897602846 | 1 | 0.8% |
| 0.002313069048 | 1 | 0.8% |
| 0.005745735456 | 1 | 0.8% |
| 0.00653861963 | 1 | 0.8% |
| 0.006557929147 | 1 | 0.8% |
| 0.006702200752 | 1 | 0.8% |
| 0.008250783929 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1.909900364 | 1 | |
| 1.013257489 | 1 | |
| 0.9948908969 | 1 | |
| 0.832524894 | 1 | |
| 0.791579979 | 1 | |
| 0.7527163945 | 1 | |
| 0.7179617211 | 1 | |
| 0.7072112232 | 1 | |
| 0.6466343741 | 1 | |
| 0.5693296288 | 1 |
| Distinct | 120 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.873989236 |
| Minimum | -106.8930388 |
|---|---|
| Maximum | 457.1718966 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 30 |
| Negative (%) | 25.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | -106.8930388 |
|---|---|
| 5-th percentile | -1.776556726 |
| Q1 | -0.0003326952732 |
| median | 0.05295337154 |
| Q3 | 0.1592070333 |
| 95-th percentile | 0.5086277121 |
| Maximum | 457.1718966 |
| Range | 564.0649353 |
| Interquartile range (IQR) | 0.1595397285 |
Descriptive statistics
| Standard deviation | 42.96739831 |
|---|---|
| Coefficient of variation (CV) | 14.95043815 |
| Kurtosis | 107.7475348 |
| Mean | 2.873989236 |
| Median Absolute Deviation (MAD) | 0.08566296224 |
| Skewness | 9.957861146 |
| Sum | 344.8787083 |
| Variance | 1846.197318 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2402368065 | 1 | 0.8% |
| 0.03151012442 | 1 | 0.8% |
| 0.05321260537 | 1 | 0.8% |
| -106.8930388 | 1 | 0.8% |
| -0.1084586806 | 1 | 0.8% |
| 0.8785890074 | 1 | 0.8% |
| 0.03102375778 | 1 | 0.8% |
| 0.02589918122 | 1 | 0.8% |
| 0.004914971276 | 1 | 0.8% |
| 0.09383151125 | 1 | 0.8% |
| Other values (110) | 110 |
| Value | Count | Frequency (%) |
| -106.8930388 | 1 | |
| -6.277640738 | 1 | |
| -6.056372378 | 1 | |
| -4.608293941 | 1 | |
| -4.471190997 | 1 | |
| -2.875015453 | 1 | |
| -1.718743109 | 1 | |
| -0.9482056503 | 1 | |
| -0.8412118261 | 1 | |
| -0.6227534285 | 1 |
| Value | Count | Frequency (%) |
| 457.1718966 | 1 | |
| 10.65045874 | 1 | |
| 2.785339919 | 1 | |
| 0.8785890074 | 1 | |
| 0.7176519799 | 1 | |
| 0.6049151867 | 1 | |
| 0.5035599503 | 1 | |
| 0.4779813398 | 1 | |
| 0.4585677046 | 1 | |
| 0.4196623733 | 1 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.294140607 |
| Minimum | 0 |
|---|---|
| Maximum | 50.20751822 |
| Zeros | 5 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03423249864 |
| Q1 | 0.7448783349 |
| median | 1.311223277 |
| Q3 | 2.291615687 |
| 95-th percentile | 5.332041677 |
| Maximum | 50.20751822 |
| Range | 50.20751822 |
| Interquartile range (IQR) | 1.546737352 |
Descriptive statistics
| Standard deviation | 4.965533856 |
|---|---|
| Coefficient of variation (CV) | 2.164441813 |
| Kurtosis | 74.13619758 |
| Mean | 2.294140607 |
| Median Absolute Deviation (MAD) | 0.6639563313 |
| Skewness | 7.940017502 |
| Sum | 275.2968729 |
| Variance | 24.65652648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | 4.2% |
| 1.24708505 | 1 | 0.8% |
| 1.377670419 | 1 | 0.8% |
| 0.2517180563 | 1 | 0.8% |
| 0.7203446668 | 1 | 0.8% |
| 1.180643497 | 1 | 0.8% |
| 0.6758360706 | 1 | 0.8% |
| 11.64282913 | 1 | 0.8% |
| 2.307273098 | 1 | 0.8% |
| 0.03489775799 | 1 | 0.8% |
| Other values (106) | 106 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.02159257093 | 1 | 0.8% |
| 0.03489775799 | 1 | 0.8% |
| 0.05183201296 | 1 | 0.8% |
| 0.09808712425 | 1 | 0.8% |
| 0.09990458039 | 1 | 0.8% |
| 0.1038016185 | 1 | 0.8% |
| 0.1865958104 | 1 | 0.8% |
| 0.2044275822 | 1 | 0.8% |
| 0.2517180563 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 50.20751822 | 1 | |
| 13.76976043 | 1 | |
| 12.34061495 | 1 | |
| 11.64282913 | 1 | |
| 10.70384489 | 1 | |
| 5.429552912 | 1 | |
| 5.326909507 | 1 | |
| 5.026885286 | 1 | |
| 4.782841635 | 1 | |
| 4.750393829 | 1 |
| Distinct | 87 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 419.7674943 |
| Minimum | -237.2366375 |
|---|---|
| Maximum | 28395.45272 |
| Zeros | 34 |
| Zeros (%) | 28.3% |
| Negative | 23 |
| Negative (%) | 19.2% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | -237.2366375 |
|---|---|
| 5-th percentile | -55.64037164 |
| Q1 | 0 |
| median | 0.3048579559 |
| Q3 | 15.2429575 |
| 95-th percentile | 248.693951 |
| Maximum | 28395.45272 |
| Range | 28632.68936 |
| Interquartile range (IQR) | 15.2429575 |
Descriptive statistics
| Standard deviation | 3038.783107 |
|---|---|
| Coefficient of variation (CV) | 7.239205389 |
| Kurtosis | 69.38298905 |
| Mean | 419.7674943 |
| Median Absolute Deviation (MAD) | 6.716536306 |
| Skewness | 8.203201268 |
| Sum | 50372.09931 |
| Variance | 9234202.769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 238.2907348 | 1 | 0.8% |
| -26.41537012 | 1 | 0.8% |
| -0.09827108324 | 1 | 0.8% |
| 34.98742209 | 1 | 0.8% |
| 7.481481481 | 1 | 0.8% |
| -112.3380977 | 1 | 0.8% |
| -29.89238599 | 1 | 0.8% |
| 28.02304627 | 1 | 0.8% |
| 1.913174215 | 1 | 0.8% |
| Other values (77) | 77 |
| Value | Count | Frequency (%) |
| -237.2366375 | 1 | |
| -112.3380977 | 1 | |
| -110.3370328 | 1 | |
| -105.9063893 | 1 | |
| -58.66929134 | 1 | |
| -55.70063954 | 1 | |
| -55.63719964 | 1 | |
| -53.19867762 | 1 | |
| -39.24677302 | 1 | |
| -37.04570085 | 1 |
| Value | Count | Frequency (%) |
| 28395.45272 | 1 | |
| 17573.39315 | 1 | |
| 1638 | 1 | |
| 946.2350265 | 1 | |
| 919.333462 | 1 | |
| 446.3550587 | 1 | |
| 238.2907348 | 1 | |
| 190.8987207 | 1 | |
| 113.5085843 | 1 | |
| 94.17089006 | 1 |
Risk_bool
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 120 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 20 | 16.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 20 | 16.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 20 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 120 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 20 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 120 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 20 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 120 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 100 | |
| 1 | 20 | 16.7% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Financial Year | Description Of Presentation Currency | Assets | Goodwill | Intangible Assets Other Than Goodwill | Liabilities | Cash And Bank Balances | Trade And Other Receivables Current | Current Assets | Current Liabilities | Other Current Financial Assets | Other Noncurrent Financial Assets | Other Current Financial Liabilities | Other Noncurrent Financial Liabilities | Cash Flows From Used In Operating Activities | Current Loans And Borrowings | Noncurrent Loans And Borrowings | Profit Loss | Profit Loss Before Taxation | Finance Costs | Revenue | Net Tangible Assets margin | Operating cash flow rati | Debt ratio | NPBT | Quick Ratio | Interest coverage ratio | Risk_bool | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019 | SGD | 0.003707 | 0.255638 | NaN | 0.007336 | 0.002338 | 0.024389 | 0.020782 | 0.014719 | NaN | NaN | NaN | NaN | 0.471081 | 0.007778 | NaN | 0.133511 | 0.136606 | 0.084775 | 0.031574 | 0.885845 | 1.497445 | 0.008646 | 0.240237 | 1.247085 | 238.290735 | 0 |
| 1 | 2019 | SGD | 0.000445 | NaN | NaN | 0.001045 | 0.001389 | 0.003970 | 0.002791 | 0.002026 | NaN | NaN | NaN | NaN | 0.438466 | NaN | NaN | 0.112058 | 0.111797 | 0.081475 | 0.001734 | 0.867937 | 0.037244 | 0.000000 | 0.031510 | 1.635299 | 5.122706 | 0 |
| 2 | 2019 | SGD | 0.001736 | NaN | NaN | 0.006162 | 0.000009 | 0.012100 | 0.009388 | 0.012075 | NaN | NaN | 0.004966 | NaN | 0.438356 | NaN | NaN | 0.112056 | 0.111672 | 0.079813 | 0.013339 | 0.800571 | 0.000246 | 0.031045 | 0.001239 | 0.715801 | 0.000000 | 0 |
| 3 | 2019 | USD | 0.003921 | NaN | NaN | 0.008076 | 0.002528 | 0.016900 | 0.021429 | 0.015281 | 0.000000 | NaN | NaN | 0.059089 | 0.444968 | NaN | NaN | 0.117740 | 0.118954 | 0.087929 | 0.016506 | 0.884959 | 0.291657 | 0.013405 | 0.134918 | 0.856164 | 42.769531 | 0 |
| 4 | 2019 | USD | 0.040174 | NaN | 0.088263 | 0.034844 | 0.381305 | 0.086124 | 0.191989 | 0.078456 | NaN | 0.045396 | 0.097593 | NaN | 0.456003 | NaN | NaN | 0.153584 | 0.158444 | 0.108552 | 0.094696 | 0.948718 | 0.151977 | 0.026478 | 0.150101 | 2.724637 | 77.090182 | 0 |
| 5 | 2019 | USD | 0.000952 | NaN | NaN | 0.002330 | 0.004156 | 0.009350 | 0.007240 | 0.005138 | NaN | NaN | 0.000886 | NaN | 0.438619 | 0.041720 | NaN | 0.112559 | 0.112403 | NaN | 0.006321 | 0.862719 | 0.034864 | 0.189594 | 0.037728 | 1.610699 | 0.000000 | 0 |
| 6 | 2019 | USD | 0.009362 | 1.000000 | NaN | 0.010463 | 0.001669 | 0.101029 | 0.072355 | 0.023701 | NaN | NaN | 0.000000 | NaN | 0.433063 | NaN | NaN | 0.115868 | 0.116012 | 0.100040 | 0.043051 | 0.932814 | -0.150483 | 0.000000 | 0.030984 | 3.077877 | 10.278997 | 0 |
| 7 | 2019 | SGD | 0.024124 | NaN | 0.084593 | 0.016695 | 0.177165 | 0.074935 | 0.106877 | 0.033235 | NaN | NaN | 0.000940 | NaN | 0.453459 | 0.021304 | 0.001956 | 0.138915 | 0.141614 | 0.087247 | 0.051912 | 0.956219 | 0.306773 | 0.010878 | 0.175398 | 3.737866 | 190.898721 | 0 |
| 8 | 2019 | SGD | 0.002750 | NaN | NaN | 0.000412 | 0.000015 | 0.024727 | 0.014492 | 0.000298 | NaN | NaN | NaN | NaN | 0.438367 | NaN | NaN | 0.111245 | 0.110994 | NaN | 0.000781 | 0.993124 | 0.030303 | 0.000000 | -0.242525 | 50.207518 | 0.000000 | 0 |
| 9 | 2019 | SGD | 0.000120 | NaN | NaN | 0.000324 | 0.001131 | 0.000433 | 0.000647 | 0.000550 | NaN | NaN | NaN | NaN | 0.439022 | NaN | NaN | 0.112158 | 0.111948 | 0.080419 | 0.000992 | 0.846940 | 0.748409 | 0.000000 | 0.101228 | 1.260330 | 25.810167 | 0 |
Last rows
| Financial Year | Description Of Presentation Currency | Assets | Goodwill | Intangible Assets Other Than Goodwill | Liabilities | Cash And Bank Balances | Trade And Other Receivables Current | Current Assets | Current Liabilities | Other Current Financial Assets | Other Noncurrent Financial Assets | Other Current Financial Liabilities | Other Noncurrent Financial Liabilities | Cash Flows From Used In Operating Activities | Current Loans And Borrowings | Noncurrent Loans And Borrowings | Profit Loss | Profit Loss Before Taxation | Finance Costs | Revenue | Net Tangible Assets margin | Operating cash flow rati | Debt ratio | NPBT | Quick Ratio | Interest coverage ratio | Risk_bool | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 110 | 2018 | SGD | 0.000122 | NaN | NaN | 0.000961 | NaN | NaN | 0.000590 | 0.001431 | NaN | NaN | NaN | NaN | 0.438156 | NaN | NaN | NaN | 0.110082 | 0.084825 | 0.001106 | 0.570450 | -0.088916 | 0.000000 | -0.421258 | 0.000000 | -14.494874 | 1 |
| 111 | 2018 | SGD | 0.000029 | NaN | NaN | 0.000576 | NaN | NaN | 0.000278 | 0.001258 | NaN | NaN | NaN | NaN | 0.438091 | NaN | NaN | NaN | 0.111259 | 0.080536 | 0.000692 | 0.058984 | -0.134043 | 0.000000 | -0.157111 | 0.000000 | -23.433142 | 1 |
| 112 | 2017 | SGD | 0.000034 | NaN | NaN | 0.000154 | NaN | NaN | 0.000260 | 0.000292 | NaN | NaN | NaN | NaN | 0.438248 | NaN | NaN | NaN | 0.111551 | 0.079336 | 0.000114 | 0.756618 | -0.200180 | 0.000000 | -0.175857 | 0.000000 | 6.561307 | 1 |
| 113 | 2017 | USD | 0.000139 | NaN | NaN | 0.002282 | 0.000118 | 0.000883 | 0.000551 | 0.002255 | NaN | NaN | NaN | NaN | 0.434328 | NaN | NaN | 0.107903 | 0.107722 | NaN | 0.000411 | 0.105424 | -1.176764 | 0.000000 | -2.875015 | 0.295349 | 0.000000 | 1 |
| 114 | 2018 | USD | 0.002074 | NaN | NaN | 0.009645 | 0.007087 | NaN | 0.017623 | 0.000768 | NaN | NaN | NaN | NaN | 0.438593 | 0.014867 | 0.024376 | 0.111065 | 0.110797 | 0.158234 | 0.000400 | 0.738161 | 0.198142 | 1.013257 | -0.622753 | 3.432438 | -0.494842 | 1 |
| 115 | 2017 | SGD | 0.000014 | NaN | NaN | 0.000152 | NaN | NaN | 0.000069 | 0.000313 | NaN | NaN | NaN | NaN | 0.438480 | NaN | NaN | NaN | 0.111535 | 0.080477 | 0.000351 | 0.542737 | 0.236256 | 0.000000 | -0.070864 | 0.000000 | -5.849611 | 1 |
| 116 | 2017 | SGD | 0.000008 | NaN | NaN | 0.000062 | NaN | NaN | 0.000107 | 0.000122 | NaN | NaN | NaN | NaN | 0.438361 | NaN | NaN | NaN | 0.111659 | 0.080034 | 0.000242 | 0.680346 | 0.038580 | 0.000000 | 0.052694 | 0.000000 | 8.998674 | 1 |
| 117 | 2018 | USD | 0.000189 | NaN | NaN | 0.000687 | 0.000206 | 0.000070 | 0.000103 | 0.001243 | NaN | NaN | NaN | NaN | 0.438599 | NaN | NaN | 0.111915 | 0.111651 | 0.082227 | 0.000096 | 0.795922 | 0.129237 | 0.000000 | 0.107902 | 0.103802 | 0.666544 | 1 |
| 118 | 2018 | SGD | 0.000051 | NaN | NaN | 0.000192 | 0.000019 | 0.000836 | 0.000491 | 0.000437 | NaN | NaN | 0.004062 | NaN | 0.437897 | NaN | NaN | 0.111900 | 0.111631 | NaN | 0.000093 | 0.793510 | -0.623591 | 0.752716 | 0.043671 | 1.238143 | 0.000000 | 1 |
| 119 | 2019 | USD | 0.000120 | NaN | NaN | 0.000905 | 0.000000 | 0.001844 | 0.001076 | 0.001601 | NaN | NaN | NaN | NaN | 0.438513 | 0.002435 | 0.000532 | 0.111360 | 0.111091 | 0.080776 | 0.000093 | 0.588911 | 0.065979 | 0.428223 | -1.718743 | 0.799835 | -25.850528 | 1 |